Software Alternatives, Accelerators & Startups
Register | Login

Akamai VS TensorFlow

Compare Akamai VS TensorFlow and see what are their differences

Promptaa
Prompt organization and AI enhancement. Engineer prompts with 1 click. featured
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.
Contents:
  1. » Base Details
  2. » Videos
  3. » Reviews
  4. » Alternatives

Akamai logo Akamai

Akamai is the leading content delivery network (CDN) services provider for media and software delivery, and cloud security solutions.

TensorFlow logo TensorFlow

TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.
  • Akamai Landing page
    Landing page //
    2018-10-10
  • TensorFlow Landing page
    Landing page //
    2023-06-19

Akamai features and specs

  • Global Reach
    Akamai has a vast network of servers distributed globally, ensuring low-latency and high-speed content delivery anywhere in the world.
  • Performance Optimization
    Through advanced caching and robust infrastructure, Akamai enhances website and application performance, making them load faster and work more efficiently.
  • Security Features
    Akamai provides extensive security solutions including Web Application Firewalls (WAF), DDoS protection, and bot management to keep online properties secure.
  • Scalability
    Akamai can handle large amounts of traffic, making it ideal for businesses that experience high seasonal surges or rapid growth in user activity.
  • Comprehensive Analytics
    Akamai offers detailed analytics and reporting tools to track performance, user interactions, and security threats, helping businesses make data-driven decisions.

Possible disadvantages of Akamai

  • Cost
    Services from Akamai can be expensive, particularly for small to medium-sized businesses or startups with limited budgets.
  • Complexity
    Implementing and managing Akamai's solutions can be complex and may require specialized knowledge or trained personnel.
  • Vendor Lock-In
    Once integrated deeply into Akamai's ecosystem, switching to another service provider can be challenging and resource-intensive.
  • Support
    While Akamai does offer support, some customers have reported that the response times and level of assistance provided can be inconsistent.
  • Initial Setup Time
    The initial setup and configuration process can be time-consuming, requiring a significant investment of time and resources before fully realizing the benefits.

TensorFlow features and specs

  • Comprehensive Ecosystem
    TensorFlow offers a complete ecosystem for end-to-end machine learning, covering everything from data preprocessing, model building, training, and deployment to production.
  • Community and Support
    TensorFlow boasts a large and active community, as well as extensive documentation and tutorials, making it easier for beginners to learn and experts to get help.
  • Flexibility
    TensorFlow supports a wide range of platforms such as CPUs, GPUs, TPUs, mobile devices, and embedded systems, providing flexibility depending on the user's needs.
  • Integrations
    TensorFlow integrates well with other Google products and services, including Google Cloud, facilitating seamless deployment and scaling.
  • Versatility
    TensorFlow can be used for a wide range of applications from simple neural networks to more complex projects, including deep learning and artificial intelligence research.

Possible disadvantages of TensorFlow

  • Complexity
    TensorFlow can be challenging to learn due to its complexity and the steep learning curve, particularly for beginners.
  • Performance Overhead
    Although TensorFlow is powerful, it can sometimes exhibit performance overhead compared to other, lighter frameworks, leading to longer training times.
  • Verbose Syntax
    The code in TensorFlow tends to be more verbose and less intuitive, which can make writing and debugging code more cumbersome relative to other frameworks like PyTorch.
  • Compatibility Issues
    Frequent updates and changes can lead to compatibility issues, requiring significant effort to keep libraries and dependencies up to date.
  • Mobile Deployment
    While TensorFlow supports mobile deployment, it is less optimized for mobile platforms compared to some other specialized frameworks, leading to potential performance drawbacks.

Analysis of Akamai

Overall verdict

  • Yes, Akamai is generally considered a good choice, especially for businesses seeking robust and reliable CDN and cybersecurity solutions.

Why this product is good

  • Akamai is one of the largest and most established Content Delivery Network (CDN) providers, with a vast global presence and a strong reputation for performance and reliability.
  • In addition to CDN services, Akamai offers comprehensive cloud security solutions, including DDoS protection, web application firewalls, and bot management, making it a popular choice for businesses concerned about cybersecurity.
  • Akamai's advanced analytics and optimization tools help businesses enhance their content delivery and improve user experiences.
  • The company's infrastructure is designed to provide fast and consistent performance, reducing latency and ensuring quick load times for websites and applications.
  • Akamai is known for its customer service and technical support, which can be crucial for businesses that require dependable assistance and personalized solutions.

Recommended for

  • Large enterprises and e-commerce platforms that require scalable and reliable content delivery solutions.
  • Businesses facing frequent security threats and in need of robust cloud security services.
  • Global companies looking to improve website and application performance for their users worldwide.
  • Organizations that need detailed analytics to optimize their content distribution and digital experiences.

Akamai videos

+ Add

The Brew Gentlemen Akamai (Best PA DIPA!) Review Ep. #870

More videos:

  • Review - EBBB: Brew Gentlemen Akamai (Best IPA out of PA?!) - Review #343
  • Review - Akamai Year in Review

TensorFlow videos

+ Add

What is Tensorflow? - Learn Tensorflow for Machine Learning and Neural Networks

More videos:

  • Tutorial - TensorFlow In 10 Minutes | TensorFlow Tutorial For Beginners | Deep Learning & TensorFlow | Edureka
  • Review - TensorFlow in 5 Minutes (tutorial)

Category Popularity

0-100% (relative to Akamai and TensorFlow)

Akamai

TensorFlow

CDN
100 100%
CDN
0% 0
Data Science And Machine Learning
0 0%
Data Science And Machine Learning
100% 100
Cloud Computing
100 100%
Cloud Computing
0% 0
AI
0 0%
AI
100% 100

User comments

Share your experience with using Akamai and TensorFlow. For example, how are they different and which one is better?
Log in or Post with

Reviews

These are some of the external sources and on-site user reviews we've used to compare Akamai and TensorFlow

Akamai Reviews

8 Best Cloudflare Alternatives (Free + Premium)
However, being a large CDN provider, Akamai may be somewhat restrictive and less flexible than smaller ones. Unlike Cloudflare, Akamai does not have a free plan, and their pricing is given only upon consultation. That said, if you have ample money in your pockets, Akamai could be the best Cloudflare alternative.
Source: hostscore.net
The 7 Best Content-Delivery-Network Providers
At Akamai product safety, web performance, media delivery, network operator and services are the focus. The globally distributed Intelligent Edge platform provides servers in over 130 countries. The tool keeps attacks and threats at bay and according to the company, particularly offers decisions, applications and experiences close to the user.
Source: omr.com
Top 15 Cloudflare Alternatives: A Complete Guide
Akamai is one of the oldest and largest CDN providers in the world, with over 300,000 servers in 130 countries. Akamai offers a comprehensive suite of CDN solutions, including web and mobile performance, media delivery, cloud security, edge computing, and enterprise networking. Let's explore its pros and cons:
Source: www.theknowledgeacademy.com
Introduction to Cloudflare Alternatives In 2021
Akamai is among the biggest and rather popular CDN (material shipment networks) and cloud service providers around the world. It serves throughout 20-30 percent of network traffics. A lot of persuading services provides resemble stopping DDoS attacks and content delivery speeds that makes it better than any other alternatives & makes it a leading concern after Cloudflare....
Source: www.techolac.com
10 Top Cloudflare Alternatives for Your Website
Akamai is one of the largest and best-known CDNs and cloud services provider in the world, and is believed to be responsible for serving between 15 to 30-percent of all web-traffic. If stopping DDoS attacks and optimizing content delivery speed are at the top of your list of priorities, this is the service that you’ll need to seriously look at. That’s because the company’s...
Source: beebom.com

TensorFlow Reviews

7 Best Computer Vision Development Libraries in 2024
From the widespread adoption of OpenCV with its extensive algorithmic support to TensorFlow's role in machine learning-driven applications, these libraries play a vital role in real-world applications such as object detection, facial recognition, and image segmentation.
Source: www.labellerr.com
10 Python Libraries for Computer Vision
TensorFlow and Keras are widely used libraries for machine learning, but they also offer excellent support for computer vision tasks. TensorFlow provides pre-trained models like Inception and ResNet for image classification, while Keras simplifies the process of building, training, and evaluating deep learning models.
Source: clouddevs.com
25 Python Frameworks to Master
Keras is a high-level deep-learning framework capable of running on top of TensorFlow, Theano, and CNTK. It was developed by François Chollet in 2015 and is designed to provide a simple and user-friendly interface for building and training deep learning models.
Source: kinsta.com
Top 8 Alternatives to OpenCV for Computer Vision and Image Processing
TensorFlow is an open-source software library for dataflow and differentiable programming across a range of tasks such as machine learning, computer vision, and natural language processing. It provides excellent support for deep learning models and is widely used in several industries. TensorFlow offers several pre-trained models for image classification, object detection,...
Source: www.uubyte.com
PyTorch vs TensorFlow in 2022
There are a couple of notable exceptions to this rule, the most notable being that those in Reinforcement Learning should consider using TensorFlow. TensorFlow has a native Agents library for Reinforcement Learning, and Deepmind’s Acme framework is implemented in TensorFlow. OpenAI’s Baselines model repository is also implemented in TensorFlow, although OpenAI’s Gym can be...
Source: www.assemblyai.com

Social recommendations and mentions

Based on our record, TensorFlow should be more popular than Akamai. It has been mentiond 7 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Akamai mentions (2)

TensorFlow mentions (7)

  • Creating Image Frames from Videos for Deep Learning Models
    Converting the images to a tensor: Deep learning models work with tensors, so the images should be converted to tensors. This can be done using the to_tensor function from the PyTorch library or convert_to_tensor from the Tensorflow library. - Source: dev.to / over 2 years ago
  • Need help with a Tensorflow function
    So I went to tensorflow.org to find some function that can generate a CSR representation of a matrix, and I found this function https://www.tensorflow.org/api_docs/python/tf/raw_ops/DenseToCSRSparseMatrix. Source: almost 3 years ago
  • Help: Slow performance with windows 10 compared to Ubuntu 20.04 with TF2.7
    Can anyone offer up an explanation for why there is a performance difference, and if possible, what could be done to fix it. I'm using the installation guidelines found on tensorflow.org and installing tf2.7 through pip using an anaconda3 env. Source: about 3 years ago
  • [Question] What are the best tutorials and resources for implementing NLP techniques on TensorFlow?
    I don't have much experience with TensorFlow, but I'd recommend starting with TensorFlow.org. Source: about 3 years ago
  • [Question] What are the best tutorials and resources for implementing NLP techniques on TensorFlow?
    I have looked at this TensorFlow website and TensorFlow.org and some of the examples are written by others, and it seems that I am stuck in RNNs. What is the best way to install TensorFlow, to follow the documentation and learn the methods in RNNs in Python? Is there a good tutorial/resource? Source: about 3 years ago
View more

What are some alternatives?

When comparing Akamai and TensorFlow, you can also consider the following products

CloudFlare - Cloudflare is a global network designed to make everything you connect to the Internet secure, private, fast, and reliable.

PyTorch - Open source deep learning platform that provides a seamless path from research prototyping to...

Amazon CloudFront - Amazon CloudFront is a content delivery web service.

Keras - Keras is a minimalist, modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano.

CDN77 - Content Delivery Network - website speed acceleration with CDN77. 28+ PoPs, Pay-as-you-go prices, no commitments.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Loading...